├── .gitignore ├── benchmark.py ├── experiments ├── mnist_classifier.py ├── mnist_feature_learning.py ├── multi │ ├── example.py │ ├── simple.py │ └── theano_multi │ │ ├── __init__.py │ │ ├── helpers.py │ │ └── worker.py ├── recurrent_gan │ ├── data_tools.py │ ├── inception_score.py │ ├── mlp_gan_search.py │ ├── rnn_gan.py │ ├── rnn_gan_784.py │ ├── rnn_gan_lm.py │ ├── speech_rnn_gan.py │ └── wgangp_lm.py ├── speech │ ├── conv_hvae.py │ ├── dataset_test.py │ ├── hvae.py │ ├── hvae3.py │ ├── vae.py │ └── variational_twolevel.py ├── stablegan │ └── gan_toy.py ├── tf_mnist_classifier.py ├── tf_vae_pixel │ ├── conv_autoencoder.py │ ├── faruk_pixcnn.py │ ├── lsun32.py │ ├── mnist_resnet.py │ ├── mnist_v1.py │ ├── pixel_then_vae.py │ ├── reconstruct_resnet.py │ ├── reconstruct_resnet_z1.py │ ├── reconstruct_resnet_z2.py │ ├── resnet.py │ ├── resnet128.py │ ├── resnet256.py │ ├── resnet_lat1_16.py │ ├── resnet_mnist.py │ ├── resnet_theano.py │ ├── resnet_viz.py │ ├── sample_resnet.py │ ├── sample_resnet128.py │ └── svhn │ │ ├── knn.py │ │ ├── resnet.py │ │ └── resnet_svhn.py ├── unrolled_vae │ └── vae.py ├── vae_pixel │ ├── hvae.py │ ├── hvae_samples.py │ ├── lsun.py │ ├── pixel.py │ ├── vae.py │ └── vae_pixel.py ├── vae_pixel_2 │ ├── lsun.py │ ├── lsun_bottompix.py │ └── mnist.py └── wgan │ ├── 64x64_gans.py │ ├── 64x64_gans_fast.py │ ├── char_lstm.py │ ├── cifar_lstm.py │ ├── handwriting_lstm.py │ ├── handwriting_utils.py │ ├── imagenet_wganpp.py │ ├── inception_score.py │ ├── lsun_lstm.py │ ├── mnist_lstm.py │ ├── onehot_autoencoder.py │ ├── sin_lstm.py │ ├── wgan_cifar.py │ ├── wgan_cifar_old.py │ ├── wgan_imagenet128.py │ ├── wgan_imagenet32.py │ ├── wgan_imagenet32_stab.py │ ├── wgan_mnist.py │ ├── wgan_mnist_conv.py │ ├── wgan_mnist_conv_2.py │ ├── wgan_mnist_conv_stability.py │ ├── wgan_mnist_fc.py │ ├── wgan_onehots.py │ └── wgan_toy.py ├── get_plot.py ├── lib ├── __init__.py ├── audio.py ├── debug.py ├── lsun_downsampled.py ├── mnist.py ├── mnist_256ary.py ├── mnist_binarized.py ├── ops │ ├── __init__.py │ ├── batchnorm.py │ ├── block_diagonal_linear.py │ ├── conv1d.py │ ├── conv2d.py │ ├── conv_decoder.py │ ├── conv_encoder.py │ ├── deconv1d.py │ ├── deconv2d.py │ ├── diagonal_bilstm.py │ ├── dilated_conv2d.py │ ├── embedding.py │ ├── gaussian_nll.py │ ├── grad_scale.py │ ├── gru.py │ ├── kl_gaussian_gaussian.py │ ├── kl_unit_gaussian.py │ ├── linear.py │ ├── lstm.py │ ├── mlp.py │ ├── relu.py │ ├── softmax_and_sample.py │ └── softmax_nll.py ├── plot.py ├── save_images.py └── train_loop.py ├── read_output.py └── tflib ├── __init__.py ├── audio_dataset.py ├── cifar10.py ├── debug.py ├── enwik8.py ├── imagenet.py ├── imagenet_convert.py ├── inception_score.py ├── lsun256.py ├── lsun256_test.py ├── lsun_bedrooms.py ├── mnist.py ├── mnist_256.py ├── mnist_binarized.py ├── ops ├── __init__.py ├── adam.py ├── adamax.py ├── batchnorm.py ├── cond_batchnorm.py ├── conv1d.py ├── conv2d.py ├── deconv2d.py ├── embedding.py ├── gru.py ├── kl_gaussian_gaussian.py ├── kl_unit_gaussian.py ├── layernorm.py ├── linear.py ├── lsuv_init.py ├── mlp.py ├── nadam.py ├── rnn.py └── separable_conv2d.py ├── params.py ├── plot.py ├── random_search.py ├── save_images.py ├── small_imagenet.py ├── small_imagenet_32.py ├── svhn.py ├── train_loop.py └── train_loop_2.py /.gitignore: -------------------------------------------------------------------------------- 1 | .DS_Store 2 | pull 3 | push 4 | experiment_tools.py 5 | scribe 6 | -------------------------------------------------------------------------------- /benchmark.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/igul222/nn/HEAD/benchmark.py -------------------------------------------------------------------------------- /experiments/mnist_classifier.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/igul222/nn/HEAD/experiments/mnist_classifier.py 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